{
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "name": "python",
      "version": "3.9.0"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "id": "intro-cell",
      "metadata": {},
      "source": [
        "# Analysis Notebook\n",
        "This notebook accompanies the dataset deposited in Harvard Dataverse.\n",
        "It provides code for loading, exploring, and analyzing the data.\n",
        "\n",
        "**Author:** Juan Moises de la Serna  \n",
        "**Date:** 2026  \n",
        "**Repository:** Harvard Dataverse"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "imports-cell",
      "metadata": {},
      "outputs": [],
      "source": [
        "# Import libraries\n",
        "import pandas as pd\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "\n",
        "# Set visualization style\n",
        "sns.set_theme(style='whitegrid')\n",
        "plt.rcParams['figure.figsize'] = (12, 6)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "load-data-cell",
      "metadata": {},
      "outputs": [],
      "source": [
        "# Load dataset\n",
        "# Replace 'data.csv' with the actual filename from this dataset\n",
        "df = pd.read_csv('data.csv')\n",
        "print('Shape:', df.shape)\n",
        "df.head()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "explore-cell",
      "metadata": {},
      "outputs": [],
      "source": [
        "# Basic exploratory data analysis\n",
        "df.info()\n",
        "df.describe()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "visualize-cell",
      "metadata": {},
      "outputs": [],
      "source": [
        "# Visualization example\n",
        "df.plot(kind='bar', figsize=(14, 6))\n",
        "plt.title('Data Overview')\n",
        "plt.tight_layout()\n",
        "plt.show()"
      ]
    }
  ]
}